II.
LibraryAgent JSON
Structured · livelib-agent:computer-science--approximation-specialist
approximation-specialist json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-agent:computer-science--approximation-specialist",
"_kind": "LibraryAgent",
"_file": "generated-library/agents.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "approximation-specialist",
"description": "Agent specialized in approximation algorithms, LP relaxations, and inapproximability",
"libraryPath": "library/specializations/domains/science/computer-science/agents/approximation-specialist/AGENT.md",
"specialization": "computer-science",
"role": "Algorithm Theory Agent",
"expertise": [
"Approximation algorithm design",
"LP relaxation and rounding",
"Inapproximability reasoning",
"PTAS construction",
"Primal-dual method application"
]
},
"outgoingEdges": [
{
"from": "lib-agent:computer-science--approximation-specialist",
"to": "skill-area:np-hard-heuristics",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:computer-science--approximation-specialist",
"to": "skill-area:mathematical-reasoning",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:computer-science--approximation-specialist",
"to": "skill-area:computational-geometry",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:computer-science--approximation-specialist",
"to": "domain:computer-science",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:computer-science--approximation-specialist",
"to": "role:computational-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:computer-science--approximation-specialist",
"to": "role:research-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:computer-science--approximation-specialist",
"to": "workflow:research-grant-lifecycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:computer-science--approximation-specialist",
"to": "specialization:theoretical-computer-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:computer-science--approximation-specialist",
"to": "specialization:computer-science",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
}
],
"incomingEdges": [
{
"from": "lib-process:computer-science--algorithm-design-paradigm-selection",
"to": "lib-agent:computer-science--approximation-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:computer-science--approximation-algorithm-design",
"to": "lib-agent:computer-science--approximation-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:scientific-discovery--modeling-idealization-approximation",
"to": "lib-agent:computer-science--approximation-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
]
}